Antenna Season Report Notebook¶

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

In [1]:
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
In [2]:
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
In [3]:
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "55"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
In [4]:
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 55 Report

In [5]:
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
In [6]:
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 223 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 217 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
In [7]:
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs¶

In [8]:
this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break
In [9]:
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])

Table 1: Per-Night RTP Summary Info For This Atenna¶

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

In [10]:
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 55, Node 4:

Out[10]:
JDs A Priori Status Auto Metrics Flags Dead Fraction in Ant Metrics (Jee) Dead Fraction in Ant Metrics (Jnn) Crossed Fraction in Ant Metrics Flag Fraction Before Redcal Flagged By Redcal chi^2 Fraction ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score Average Dead Ant Metric (Jee) Average Dead Ant Metric (Jnn) Average Crossed Ant Metric Median chi^2 Per Antenna (Jee) Median chi^2 Per Antenna (Jnn)
2459594 RF_maintenance 100.00% 13.51% 100.00% 0.00% 100.00% 0.00% 0.710991 11.043790 1.130717 81.610373 4.696874 27.487029 3.945286 28.542670 0.5610 0.1320 0.2142 8.157318 1.279068
2459593 RF_maintenance 100.00% 48.14% 100.00% 0.00% 100.00% 0.00% 0.472856 18.897082 2.496580 86.113779 5.760062 37.762668 2.635337 11.673192 0.4980 0.1238 0.2008 7.016051 1.258722
2459592 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 0.905762 1.483953 0.618472 7.660803 -0.375646 1.868923 -1.913806 0.850891 0.0358 0.0285 0.0009 nan nan
2459591 RF_maintenance 100.00% 94.59% 100.00% 0.00% 100.00% 0.00% 0.412495 22.163453 3.054475 100.023799 4.691826 32.425807 -0.962719 3.665744 0.3113 0.0726 0.0763 7.640439 1.312706
2459590 RF_maintenance 100.00% 94.59% 100.00% 0.00% 100.00% 0.00% 0.643117 25.505548 2.751541 93.209927 4.968009 34.903000 -0.664863 5.950902 0.3113 0.0752 0.0725 5.818332 1.291577
2459589 RF_maintenance 100.00% 56.73% 94.06% 0.00% 100.00% 0.00% 1.245273 23.351068 1.894440 86.374141 7.017160 22.032671 5.485180 17.267733 0.4542 0.1223 0.1298 4.588263 1.248984
2459588 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 223.057335 222.282936 inf inf 23.222302 26.647573 20.302649 18.610535 nan nan nan 0.000000 0.000000
2459587 RF_maintenance 100.00% - - - 100.00% 0.00% 0.372667 23.247504 10.979985 134.838791 -23.333991 -23.858603 -4.675000 -4.393628 nan nan nan 5.732558 0.000000
2459586 RF_maintenance 100.00% 81.62% 100.00% 0.00% 100.00% 0.00% -0.362310 20.140787 0.579208 31.217399 0.503432 11.412535 -0.511896 7.118390 0.3336 0.0758 0.0797 3.844712 1.259690
2459585 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.571187 25.128928 2.697037 9.809859 0.537563 10.178971 -1.526605 4.258584 0.0386 0.0290 0.0028 0.000000 0.000000
2459584 RF_maintenance 100.00% 95.80% 100.00% 0.00% 100.00% 0.00% 4.093157 27.870660 7.271273 115.551803 18.908964 18.739977 28.010143 30.585003 0.2813 0.0510 0.0490 5.382260 0.000000
2459583 RF_maintenance 100.00% 95.08% 100.00% 0.00% 100.00% 0.00% -0.303957 20.957743 3.658750 35.780314 1.966248 23.488721 -0.888912 0.844620 0.3135 0.0587 0.0715 5.461024 1.405559
2459582 RF_maintenance 100.00% 94.59% 100.00% 0.00% 100.00% 0.00% -0.148067 18.201238 3.615710 32.514314 2.745518 28.435869 -0.967390 1.048339 0.2944 0.0485 0.0799 3.766968 1.229989
2459581 RF_maintenance 100.00% 92.43% 100.00% 0.00% 100.00% 0.00% 0.026761 25.188317 3.310765 36.705822 2.143265 23.011797 -0.809994 1.227384 0.3182 0.0589 0.0544 3.046968 1.246641
2459580 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459579 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459578 RF_maintenance 0.00% 100.00% 100.00% 0.00% - - 1.340812 1.438385 1.006581 2.865572 0.941502 0.831967 -0.705475 3.926739 0.0360 0.0301 0.0007 nan nan
2459577 RF_maintenance 100.00% 93.07% 100.00% 0.00% 100.00% 0.00% 0.466197 24.480037 3.220589 34.323290 2.749969 24.791726 -0.920984 1.216023 0.3169 0.0601 0.0694 3.352040 1.214785
2459576 RF_maintenance 100.00% 91.84% 100.00% 0.00% 100.00% 0.00% 0.329108 18.871051 2.456270 27.538106 2.822380 21.946274 -0.337624 2.040385 0.3256 0.0632 0.0456 4.815720 1.259367
2459575 RF_maintenance 100.00% 48.08% 100.00% 0.00% 100.00% 0.00% 0.331009 19.523887 2.503466 27.305016 2.189648 16.793274 3.222458 5.573376 0.4315 0.0983 0.1278 2.305083 1.164061
2459574 RF_maintenance 100.00% 81.71% 100.00% 0.00% 100.00% 0.00% 0.171386 17.782314 2.149887 26.164488 3.214755 24.241158 0.870104 1.263947 0.3323 0.0556 0.0561 4.419349 1.208078
2459573 RF_maintenance 100.00% 92.48% 100.00% 0.00% 100.00% 0.00% 0.536069 18.362622 5.035280 44.994470 3.032602 28.241260 -0.860034 2.513749 0.3184 0.0574 0.0463 0.000000 0.000000
2459572 RF_maintenance 100.00% 92.43% 100.00% 0.00% 100.00% 0.00% 0.215185 18.573798 2.419898 26.322046 1.688610 17.946414 -0.621131 4.337574 0.3197 0.0618 0.0465 4.815802 1.274120
2459571 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 1.403526 1.139708 1.117825 2.953286 0.232758 0.949275 -0.715699 4.154911 0.0386 0.0308 0.0019 nan nan
2459570 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% nan nan inf inf nan nan nan nan nan nan nan 0.000000 0.000000
2459569 RF_maintenance 100.00% 43.29% 93.51% 0.00% 100.00% 0.00% 2.036172 22.167774 2.553921 34.108263 3.462118 10.160239 2.995315 8.374285 0.5496 0.1568 0.2022 6.589243 1.262607
2459566 RF_maintenance 100.00% 92.43% 100.00% 0.00% 100.00% 0.00% 0.530275 17.815873 3.294955 34.112303 1.880733 21.641836 -0.516266 0.420224 0.2970 0.0563 0.0686 1.684163 0.920396
2459565 RF_maintenance 0.00% - - - 100.00% 0.00% -1.185954 -1.185954 -1.077553 -1.077553 -0.891166 -0.891166 -0.958079 -0.958079 nan nan nan 0.000000 0.000000
2459564 RF_maintenance 100.00% 90.80% 98.90% 0.00% 100.00% 0.00% 2.500365 21.775568 3.180290 35.963596 0.066914 2.076898 -1.692845 1.759181 0.3201 0.1277 0.0496 3.617811 1.273814
2459563 RF_maintenance 100.00% 92.92% 100.00% 0.00% 100.00% 0.00% 6.160380 22.192157 24.445879 68.698901 12.528063 21.872858 -1.931005 3.325832 0.2955 0.1070 0.0192 1.924553 1.203422
2459562 RF_maintenance 100.00% 90.86% 100.00% 0.00% 100.00% 0.00% -0.195305 33.805525 -2.273125 28.176596 -0.155690 2.556145 -0.225258 9.047210 0.3291 0.0730 0.0577 3.863879 1.181509
2459561 RF_maintenance 100.00% 92.48% 100.00% 0.00% 100.00% 0.00% 1.954031 15.751053 1.674101 16.953678 0.067468 2.802683 -1.860657 3.050547 0.3152 0.1188 0.0320 3.892132 1.317862
2459560 RF_maintenance 100.00% 93.51% 100.00% 0.00% 100.00% 0.00% 1.497100 13.910582 1.269489 17.218601 0.140562 3.322698 -1.602512 2.153136 0.2776 0.0983 0.0413 3.591867 1.284764
2459559 RF_maintenance 100.00% 87.52% 100.00% 0.00% 100.00% 0.00% 2.359183 18.618826 1.868746 18.859163 0.633712 3.321290 -0.868596 2.652901 0.3148 0.1214 0.0600 2.715287 1.252984
2459558 RF_maintenance 100.00% 92.38% 100.00% 0.00% 100.00% 0.00% 6.254479 22.727163 13.224320 36.130095 13.573031 23.973614 -1.938359 3.767321 0.3030 0.1047 0.0566 2.199178 1.245358
2459557 RF_maintenance - 100.00% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.0429 0.0660 0.0029 nan nan
2459556 RF_maintenance 100.00% 91.94% 100.00% 0.00% 100.00% 0.00% 6.671189 24.030743 13.793040 39.113979 12.468785 20.416958 -3.407793 8.246334 0.3217 0.1195 0.0523 2.166000 1.247190
2459554 RF_maintenance - 92.38% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.2905 0.0997 0.0555 nan nan
2459553 RF_maintenance - 92.09% 100.00% 0.00% - - nan nan nan nan nan nan nan nan 0.3071 0.1120 0.0524 nan nan
2459552 RF_maintenance 100.00% 87.03% 100.00% 0.00% 100.00% 0.00% 7.652533 27.055167 17.935288 51.667591 19.132751 31.938624 0.723975 5.308105 0.3162 0.1034 0.0659 2.710913 1.054830
2459551 RF_maintenance 100.00% 91.84% 100.00% 0.00% 100.00% 0.00% 1.619190 14.766986 1.696583 20.910410 0.108656 3.877728 -1.841189 3.161419 0.3150 0.1230 0.0574 2.921627 1.266849
2459550 RF_maintenance - 97.53% 97.53% 0.00% - - nan nan nan nan nan nan nan nan 0.0614 0.0588 -0.0002 nan nan
2459549 RF_maintenance 100.00% 91.89% 100.00% 0.00% 100.00% 0.00% 5.839762 21.186043 13.272957 38.940836 13.647375 21.931005 -2.505335 3.886817 0.3079 0.1099 0.0411 1.936338 1.156240
2459542 RF_maintenance 100.00% 69.57% 100.00% 0.00% 100.00% 0.00% 6.830653 28.771981 26.370373 78.605080 0.480724 1.928727 -1.977264 2.972463 0.3996 0.1565 0.0948 1.994081 1.248259
2459541 RF_maintenance 100.00% 67.34% 86.58% 0.00% 100.00% 0.00% 6.043663 12.601784 16.454278 37.028047 9.911522 253.576829 4.526839 16.358309 0.4209 0.1926 0.0985 1.967970 1.276248
2459540 RF_maintenance 100.00% 69.13% 99.55% 0.00% 100.00% 0.00% 3.406562 19.899943 3.124907 17.967505 1.183488 5.129279 -0.855572 1.711168 0.4063 0.1499 0.1091 2.694656 1.275945
2459536 RF_maintenance 100.00% 95.63% 100.00% 0.00% 100.00% 0.00% 8.694580 36.030033 21.702185 67.013266 20.128416 30.971451 -3.742292 6.660403 0.2388 0.0944 0.0266 1.426062 0.864542
2459535 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 2.766344 16.052394 2.781036 15.717102 -0.425772 5.710425 -1.684152 1.583790 0.0816 0.0559 0.0161 1.176626 1.168650
2459534 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.582842 17.705310 1.487247 15.221849 -0.390198 3.759369 -1.169537 0.987861 0.1086 0.0595 0.0313 1.162035 1.146606
2459533 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 6.892706 25.989240 13.615660 36.525184 11.630310 20.073197 -2.667519 4.375764 0.0949 0.0583 0.0307 1.164085 1.149107
2459532 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.959327 30.180781 17.867022 49.509056 14.651649 24.632442 -2.434084 3.189384 0.0917 0.0565 0.0274 0.838928 0.831095
2459530 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 1.517310 15.443676 1.404030 15.489171 0.303869 3.919334 -1.423737 1.956386 0.1033 0.0601 0.0302 1.160803 1.150219
2459527 RF_maintenance 0.00% - - - 100.00% 0.00% nan nan nan nan nan nan nan nan nan nan nan 0.000000 0.000000
2459524 RF_maintenance 100.00% 0.00% 100.00% 0.00% 100.00% 0.00% 7.800524 35.859366 14.533434 55.034742 29.909745 32.105255 -1.310462 1.974458 0.6420 0.3565 0.0980 0.000000 0.000000
2459523 RF_maintenance 100.00% - - - 100.00% 0.00% 6.949775 30.008946 19.577295 52.865517 8.253930 27.936450 -5.517292 4.922156 nan nan nan 2.528906 1.069802
2459522 RF_maintenance 100.00% 54.55% 100.00% 0.00% 100.00% 0.00% 7.572891 30.279298 18.125143 53.579790 3.025568 22.423276 -3.211735 5.176314 0.3904 0.1367 0.0363 1.703795 0.896422
2459513 RF_maintenance 100.00% 100.00% 100.00% 0.00% - - 5.473629 1.527884 10.212558 3.345628 3.910963 1.311970 0.192335 6.405219 0.0520 0.0489 0.0023 nan nan
2459508 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 7.532006 41.555065 11.713601 51.544335 12.857002 15.137524 10.819938 11.349162 0.1065 0.0864 0.0150 0.000000 0.000000
2459505 RF_maintenance 100.00% 100.00% 100.00% 0.00% 100.00% 0.00% 125.351324 102.884159 130.615341 106.662471 234.925624 111.231623 1224.690418 558.041826 0.0092 0.0072 0.0052 1.093665 1.099483

Load antenna metric spectra and waterfalls from auto_metrics notebooks.¶

In [11]:
htmls_to_display = []
for am_html in auto_metric_htmls:
    html_to_display = ''
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line:
            htmls_to_display.append(html_to_display)
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.¶

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD). The most recent 100 days (at most) are shown.

In [12]:
for i, html_to_display in enumerate(htmls_to_display):
    if i == 100:
        break
    display(HTML(html_to_display))

Antenna 55: 2459778

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 5.270772 0.163673 2.553243 0.094579 5.270772 -0.577271 0.088004 -0.339097 3.675417

Antenna 55: 2459776

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Temporal Discontinuties 8.555849 4.688248 1.639556 4.750126 0.480207 5.758847 -0.741294 8.555849 0.506269

Antenna 55: 2459773

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 38.083190 6.459756 5.904291 11.794028 38.083190 12.968024 15.826256 -3.692275 10.995656

Antenna 55: 2459772

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 14.705505 4.530779 2.395735 14.705505 2.597689 6.239162 1.905555 7.398785 -2.548240

Antenna 55: 2459771

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Temporal Discontinuties 13.638962 2.241089 6.206111 2.627089 12.739574 1.695020 7.464992 -2.188521 13.638962

Antenna 55: 2459770

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 23.949117 6.025392 5.139517 8.478592 23.949117 8.405484 7.427562 -2.917728 23.130282

Antenna 55: 2459769

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 29.781191 6.894489 7.035630 10.931189 29.781191 10.668606 6.085310 -2.601184 7.212836

Antenna 55: 2459768

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 34.807143 6.946383 7.172590 34.807143 11.960375 9.296047 10.155334 12.201971 -4.378187

Antenna 55: 2459767

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 15.271552 5.728217 3.164398 15.271552 3.010098 3.671263 2.311802 8.890699 -2.498351

Antenna 55: 2459766

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 14.064318 2.771169 5.051179 2.586111 14.064318 2.054530 2.781761 -2.393439 8.678416

Antenna 55: 2459765

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 40.307620 8.500515 8.695113 14.724004 40.307620 10.839007 13.716274 -4.341600 21.178493

Antenna 55: 2459763

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 17.314041 5.292409 3.688112 17.314041 5.936239 1.439419 3.067348 3.663777 3.129756

Antenna 55: 2459761

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 28.018714 6.591092 6.761612 9.604605 28.018714 8.229197 3.753565 -4.786394 6.838091

Antenna 55: 2459760

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 33.140640 7.328175 7.120055 33.140640 11.825129 6.632910 20.079864 23.666312 -5.721817

Antenna 55: 2459759

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 55: 2459758

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 2.374092 0.124416 1.501115 0.500305 0.913062 0.498274 2.374092 0.504034 1.019371

Antenna 55: 2459757

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 1.161156 0.434827 0.685557 0.487289 0.470208 1.068442 0.065004 1.161156 0.648515

Antenna 55: 2459755

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 10.235181 0.305749 2.648538 0.701305 0.793441 2.815868 3.450072 7.111327 10.235181

Antenna 55: 2459754

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 2.258319 0.179135 1.894077 0.451379 0.878364 1.431779 2.258319 2.222946 0.794390

Antenna 55: 2459753

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 9.030902 3.177012 0.447540 1.214199 0.626211 4.055286 1.534982 9.030902 6.972828

Antenna 55: 2459752

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 55: 2459750

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 17.007243 2.060499 2.813083 1.496717 2.351009 1.765690 4.507677 2.815153 17.007243

Antenna 55: 2459749

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Shape 2.604633 0.632602 2.604633 0.660855 1.223561 1.387148 1.520715 0.726864 0.719010

Antenna 55: 2459748

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 3.437110 0.974726 2.377778 0.751888 1.388807 1.595295 3.210713 0.941525 3.437110

Antenna 55: 2459747

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 2.895047 -1.083597 -0.607196 -0.684454 -0.277296 -0.236178 0.506450 -0.570031 2.895047

Antenna 55: 2459746

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 Not Found nn Temporal Variability 2.851433 -0.465714 -1.348088 0.102896 0.087679 2.851433 -1.293176 2.260242 -0.024113

Antenna 55: 2459745

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 15.995126 4.651222 0.603401 2.091658 0.452728 3.218624 1.310670 15.995126 1.888801

Antenna 55: 2459744

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Temporal Discontinuties 22.593567 -0.891308 -0.044909 -0.241986 -0.385557 -0.225983 10.084356 22.593567 10.735717

Antenna 55: 2459743

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 2.797935 1.669047 0.805194 2.797935 -0.262599 1.839239 2.483041 1.131915 2.630128

Antenna 55: 2459742

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 2.962824 -0.988760 1.083426 0.203331 -0.712631 0.481735 2.123081 -0.395336 2.962824

Antenna 55: 2459741

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 6.197277 1.922036 -0.938260 -0.319985 -0.171962 5.670172 0.020647 6.197277 0.743392

Antenna 55: 2459740

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 3.417760 -1.217501 0.515151 -0.014632 -0.714394 -0.069245 1.792693 -0.407996 3.417760

Antenna 55: 2459738

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 8.582645 2.708024 3.349263 1.485660 0.932601 2.252399 5.359294 1.712106 8.582645

Antenna 55: 2459736

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 3.096086 0.391030 0.450985 0.242580 0.500477 1.279890 0.171489 3.096086 0.726494

Antenna 55: 2459734

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 2.698921 0.297046 -1.265885 -0.679676 -0.820200 2.674163 0.142867 2.698921 -0.433465

Antenna 55: 2459733

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 6.476817 -0.362523 -1.166456 -0.929230 -0.886434 6.476817 -0.584169 4.621811 0.015473

Antenna 55: 2459732

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 8.872655 -0.512395 -1.227704 -0.351996 -0.817894 8.872655 -0.757328 6.318857 -0.200927

Antenna 55: 2459731

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 8.875157 5.304555 2.500228 3.442537 0.917608 7.611186 0.170812 8.875157 0.918179

Antenna 55: 2459730

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 6.461591 -1.159442 -0.649860 -0.819947 -0.728994 -1.166152 6.461591 -0.193632 3.030599

Antenna 55: 2459728

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 9.579088 -0.002716 -0.897168 -0.922686 -0.621495 9.579088 -0.191610 1.307830 -0.525722

Antenna 55: 2459726

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 6.581686 -0.215143 -0.744948 -0.835528 -0.644583 6.581686 -0.744982 3.485557 -0.210247

Antenna 55: 2459724

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 5.665182 -0.068401 -0.982227 -0.818864 -0.580415 5.665182 -0.702268 4.032241 -0.029779

Antenna 55: 2459723

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 4.039922 -0.191916 -0.867234 -0.994052 -0.824694 4.039922 -0.817828 1.645964 -0.396112

Antenna 55: 2459722

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 6.661567 1.526765 2.316557 2.372032 1.187389 1.406982 2.793356 2.655533 6.661567

Antenna 55: 2459720

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 3.826333 -0.719392 -0.454678 -0.551015 -0.809548 1.190540 3.826333 0.796060 0.122520

Antenna 55: 2459719

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 0.957325 0.004499 -0.929564 -0.686062 -0.805980 0.461985 -0.076674 0.957325 -0.625865

Antenna 55: 2459718

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Temporal Variability 1.449133 -0.984769 0.869484 -0.521550 -0.334361 1.449133 0.900547 -0.544652 1.412554

Antenna 55: 2459717

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 4.618633 -0.915984 0.806134 -0.580260 -0.600743 -0.661034 4.618633 -0.342506 2.216010

Antenna 55: 2459716

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Shape nan nan nan inf inf nan nan nan nan

Antenna 55: 2459715

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Discontinuties 11.863005 0.775255 1.596402 1.687600 0.221525 1.087288 2.617269 2.483403 11.863005

Antenna 55: 2459713

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 7.455237 0.631281 -1.051747 -0.337860 -0.586407 7.455237 -0.503362 2.031528 -0.277062

Antenna 55: 2459712

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok ee Power 3.163838 -0.021675 0.768542 -0.906979 3.163838 0.093848 2.481337 1.167789 1.215808

Antenna 55: 2459711

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 3.267902 0.530450 -0.484742 -0.404632 -0.838815 3.267902 -0.800772 0.057267 -0.629588

Antenna 55: 2459710

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 digital_ok nn Temporal Variability 2.980984 0.681603 -0.329321 -0.096732 -0.828168 2.980984 -0.675953 0.523778 -0.715032

Antenna 55: 2459708

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Temporal Discontinuties 11.431308 0.904476 1.580446 1.654439 0.013468 1.130523 1.984778 3.360747 11.431308

Antenna 55: 2459707

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance ee Temporal Variability 7.150497 1.065395 1.193404 -1.058807 -0.732595 -0.109984 7.150497 0.815643 -3.433862

Antenna 55: 2459706

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 55: 2459705

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Temporal Variability 5.158619 1.166224 -0.983752 -0.284355 -0.251903 5.158619 -0.761109 3.055538 -0.345988

Antenna 55: 2459703

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Temporal Variability 57.817703 1.096979 -0.522382 0.165096 -0.757233 57.817703 43.118515 44.540581 33.726116

Antenna 55: 2459702

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Temporal Variability 7.731185 1.379966 3.619499 0.763399 -0.754977 4.749556 7.731185 1.416514 1.214458

Antenna 55: 2459701

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Temporal Variability 7.209298 3.337462 1.390643 -0.410315 0.711626 7.209298 6.224858 1.494659 1.080900

Antenna 55: 2459697

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance ee Temporal Discontinuties 2712.834532 1382.342989 1382.342989 1250.044711 1250.044711 1018.039897 1018.039897 2712.834532 2712.834532

Antenna 55: 2459696

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Temporal Discontinuties 1993.457684 538.239373 538.239373 486.222938 486.222938 499.034854 499.034854 1993.457684 1993.457684

Antenna 55: 2459695

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance ee Temporal Discontinuties 1490.684173 462.064955 462.064955 463.999866 463.999866 457.417049 457.417049 1490.684173 1490.684173

Antenna 55: 2459694

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 N04 RF_maintenance nn Temporal Discontinuties 5.377426 1.466438 1.316651 -0.632401 1.229007 0.644892 0.825758 5.377426 0.382230

Antenna 55: 2459693

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance ee Temporal Variability 9.396940 0.856187 1.333801 2.470083 -0.779789 9.396940 8.360207 7.694174 5.597747

Antenna 55: 2459692

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance ee Temporal Discontinuties 4.407468 0.390341 0.202095 1.298744 -0.577647 0.940708 3.478540 4.407468 1.236356

Antenna 55: 2459691

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Temporal Variability 6.564790 -1.013367 2.062443 0.130899 0.612912 4.197596 6.564790 1.436791 2.529395

Antenna 55: 2459690

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 5.785894 -0.510180 1.644703 3.521052 5.785894 3.452206 2.539167 -0.248420 -1.102125

Antenna 55: 2459689

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 6.069087 -0.181790 4.217552 4.927364 6.069087 nan nan -10.619603 -10.340121

Antenna 55: 2459688

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 55: 2459687

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Shape nan nan nan inf inf nan nan nan nan

Antenna 55: 2459686

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 48.959250 22.550857 -1.046038 48.959250 1.512435 9.443816 3.968829 1.800253 0.629997

Antenna 55: 2459685

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 47.899028 25.060054 -0.727658 47.899028 1.398723 9.241665 4.439654 2.033402 -0.209664

Antenna 55: 2459684

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 60.434603 -0.949779 24.798511 2.454762 60.434603 2.745526 5.982981 -1.059148 2.635152

Antenna 55: 2459676

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 72.435757 27.456526 20.978347 72.435757 69.181266 18.556395 16.946090 9.468806 3.242452

Antenna 55: 2459675

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 60.350601 19.202454 25.182064 57.759618 60.350601 23.702896 22.242439 2.979943 8.181936

Antenna 55: 2459674

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 62.655735 27.497281 20.786574 62.655735 59.835393 15.215028 15.598510 7.023476 2.450696

Antenna 55: 2459673

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 84.278018 24.244613 31.107068 81.137332 84.278018 30.283068 30.551698 4.307800 10.212248

Antenna 55: 2459672

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 62.629328 22.914655 18.018092 62.629328 59.659133 9.857068 10.606616 2.816129 0.693257

Antenna 55: 2459671

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 63.520790 29.993369 25.212574 63.520790 61.092808 36.873653 33.467165 20.333420 10.553870

Antenna 55: 2459670

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance ee Shape nan nan nan nan nan nan nan nan nan

Antenna 55: 2459669

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Temporal Discontinuties 13.364731 11.412383 2.315871 11.673205 0.787900 2.115492 -0.213777 13.364731 -0.005447

Antenna 55: 2459668

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 86.068162 0.880225 26.151271 2.885665 86.068162 5.392902 31.738926 11.850749 31.822238

Antenna 55: 2459665

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 64.844810 0.803983 28.162509 2.977818 64.844810 3.589864 18.737870 -0.353843 17.874521

Antenna 55: 2459664

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Temporal Discontinuties 6.377353 -0.690877 1.281021 0.077369 0.731371 -0.880666 -0.049898 0.278850 6.377353

Antenna 55: 2459663

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 125.180693 33.539080 1.599329 125.180693 4.642022 53.708599 10.113477 14.147833 -0.234689

Antenna 55: 2459662

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Temporal Discontinuties 12.955091 2.960917 12.024250 0.666255 9.667797 0.818027 3.219994 -0.109862 12.955091

Antenna 55: 2459661

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 95.808083 28.047527 0.722657 95.808083 2.179551 28.258335 4.368349 15.426554 5.150959

Antenna 55: 2459660

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 85.587943 0.497645 22.319693 2.508798 85.587943 5.209427 31.549692 1.537508 8.925587

Antenna 55: 2459659

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 71.786279 25.720312 0.634367 71.786279 1.861429 32.246642 5.154937 17.717237 -0.006158

Antenna 55: 2459658

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 61.711473 25.869618 0.235182 61.711473 1.197228 22.156294 3.122827 18.357596 0.251607

Antenna 55: 2459657

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 79.074814 29.128803 0.357034 79.074814 2.303631 29.508249 4.393921 13.054629 6.630164

Antenna 55: 2459656

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 58.285871 28.851676 0.454414 58.285871 2.004293 28.424279 4.620810 15.282564 -0.049599

Antenna 55: 2459655

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Shape 14.423075 2.745743 14.423075 0.132768 11.073000 -0.239460 3.229636 -0.551981 10.329290

Antenna 55: 2459653

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 61.521253 30.080460 0.606167 61.521253 1.772985 29.614807 4.489846 5.577469 -0.442365

Antenna 55: 2459652

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 83.430367 0.546436 36.972496 1.887886 83.430367 4.796441 30.262986 -0.660341 8.432187

Antenna 55: 2459651

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 89.819087 0.284687 39.734338 2.376580 89.819087 1.753749 12.746577 6.487078 15.486180

Antenna 55: 2459650

Ant Node A Priori Status Worst Metric Worst Modified Z-Score nn Shape Modified Z-Score ee Shape Modified Z-Score nn Power Modified Z-Score ee Power Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Discontinuties Modified Z-Score ee Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 78.420928 26.547679 -0.523865 78.420928 1.976481 23.977664 4.029410 19.889744 6.044492

Antenna 55: 2459649

Ant Node A Priori Status Worst Metric Worst Modified Z-Score ee Shape Modified Z-Score nn Shape Modified Z-Score ee Power Modified Z-Score nn Power Modified Z-Score ee Temporal Variability Modified Z-Score nn Temporal Variability Modified Z-Score ee Temporal Discontinuties Modified Z-Score nn Temporal Discontinuties Modified Z-Score
55 4 RF_maintenance nn Power 62.392484 1.105429 25.850007 2.535126 62.392484 4.351941 29.532366 0.817185 11.775405